Résumé
Summary
Computer Science graduate with an AI concentration and a secondary major in Mathematics. Experienced in data analysis, machine learning and computer vision, with AI research in spatial transcriptomics and applied mathematical modeling. Seeking roles in machine learning, applied AI research, or data science.
Experience
- Held weekly office hours for grading, lectures, and class expectations.
- Graded assignments and quizzes, gave feedback, and pointed students to areas for improvement.
- Met weekly with the professor to surface common questions.
- Aided in lesson planning and shaping curriculum goals.
- Researched deconvolution methods for Spatial Transcriptomics data using machine learning and matrix factorization.
- Created STL NMF — applying unrolled, regularized Non-negative Matrix Factorization to Spatial Transcriptomics data.
- Showed STL NMF outperformed existing methods at identifying cell types and localizing cancer regions.
- Presented at the Joint Mathematics Meetings (JMM), Seattle, Jan 2025.
- Wrote and submitted a paper to the International Conference on Image Processing (ICIP).
- Contributed to PlantCV, an open-source Python library for high-throughput plant phenotyping.
- Debugged and extended image-analysis functions, including plant image segmentation.
- Wrote documentation and unit tests to improve usability and reliability.
- Listed author on PlantCV v4: Image analysis software for high-throughput plant phenotyping.
Competitions
- Coding lead as a high-school freshman; wrote ~80% of the team's code.
- Team won 1st place and a $10,000 prize for our high school.
Skills
Numerical Analysis · Real Analysis 1 & 2 · Complex Analysis · Abstract Algebra
Artificial Intelligence · Machine Learning · Computer Vision · Computational Perception
Statistics · Sequential Decision Making
Education
B.S. in Computer Science (AI Concentration)
Secondary Major in Mathematics
Certifications
Data Analysis with Python · Statistics 101 · Deep Learning Fundamentals · IBM Cloud Essentials
Time Series · Feature Engineering · Advanced SQL · Computer Vision
HackerRank Problem Solving · Simplilearn Power BI · GreatLearning Excel